{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 计算均匀球型介质中的走时场"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "此时的走时就是距离除速度（简单起见，设置速度为1），而距离有理论公式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyfmm\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Uncomment and Run following to remove WARNING.\n",
    "# \n",
    "# import logging\n",
    "# pyfmm.myLogger.setLevel(logging.ERROR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "rarr = np.arange(0, 70, 0.2)\n",
    "tarr = np.deg2rad(np.arange(0, 180, 0.2))\n",
    "parr = np.deg2rad(np.array([0.0]))\n",
    "\n",
    "\n",
    "\n",
    "# 慢度场\n",
    "slw  = np.ones((len(rarr), len(tarr), len(parr)), dtype='f')\n",
    "\n",
    "srcloc = [45, np.deg2rad(10.0), np.deg2rad(0.0)]\n",
    "\n",
    "FMMTT = pyfmm.travel_time_source(\n",
    "    srcloc,\n",
    "    rarr, tarr, parr, slw, 2, sphcoord=True)\n",
    "# Fast Sweeping \n",
    "FSMTT = pyfmm.travel_time_source(\n",
    "    srcloc,\n",
    "    rarr, tarr, parr, slw, 2, sphcoord=True, useFSM=True, FSMparallel=True)\n",
    "\n",
    "# 真实解\n",
    "rr, tt, pp = srcloc\n",
    "xx = rr*np.sin(tt)*np.cos(pp)\n",
    "yy = rr*np.sin(tt)*np.sin(pp)\n",
    "zz = rr*np.cos(tt)\n",
    "XX = rarr[:,None,None] * np.sin(tarr[None,:,None]) * np.cos(parr[None,None,:])\n",
    "YY = rarr[:,None,None] * np.sin(tarr[None,:,None]) * np.sin(parr[None,None,:])\n",
    "ZZ = rarr[:,None,None] * np.cos(tarr[None,:,None]) \n",
    "real_TT = np.sqrt((XX-xx)**2 + (YY-yy)**2 + (ZZ-zz)**2)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1, subplot_kw=dict(projection='polar'))\n",
    "cs = ax.contour(tarr, rarr, FMMTT[:, :, 0], levels=30, linewidths=0.5)\n",
    "ax.clabel(cs)\n",
    "_  = ax.contour(tarr, rarr, real_TT[:, :, 0], levels=30, linewidths=0.5, colors='k', linestyles='--')\n",
    "ax.set_thetalim([0, np.pi])\n",
    "ax.set_rorigin(0.0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1, subplot_kw=dict(projection='polar'))\n",
    "cs = ax.contour(tarr, rarr, FSMTT[:, :, 0], levels=30, linewidths=0.5)\n",
    "ax.clabel(cs)\n",
    "_  = ax.contour(tarr, rarr, real_TT[:, :, 0], levels=30, linewidths=0.5, colors='k', linestyles='--')\n",
    "ax.set_thetalim([0, np.pi])\n",
    "ax.set_rorigin(0.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FMM_error =  0.028280015483542597\n",
      "FSM_error =  0.028309938660508724\n"
     ]
    }
   ],
   "source": [
    "# 误差 \n",
    "FMM_error = np.mean(np.abs(FMMTT - real_TT))\n",
    "FSM_error = np.mean(np.abs(FSMTT - real_TT))\n",
    "print(\"FMM_error = \", FMM_error)\n",
    "print(\"FSM_error = \", FSM_error)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "py310",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
